Combinatorial Optimization on CFLP
6.01Objective Value (10^5)Optimal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OptimalLLM Backbone=None (Oracle/Exact)2026.04 | 6.01 | — | — | |
| GurobiLLM Backbone=None (Solver)2026.04 | 6.01 | 0 | — | |
| Neural*LLM Backbone=None (Learning-based)2026.04 | 6.51 | 8.26 | — | |
| A2DEPTLLM Backbone=DeepSeek v3.2 (Non-Think Mode)2026.04 | 6.7 | 11.46 | 3.7 | |
| MCTS-AHDLLM Backbone=DeepSeek v3.2 (Non-Think Mode)2026.04 | 6.86 | 14.09 | 2.23 | |
| A2DEPTLLM Backbone=Gemini 2.5 Flash2026.04 | 6.87 | 14.24 | 1.25 | |
| ReEvoLLM Backbone=Gemini 2.5 Flash2026.04 | 6.98 | 16.15 | 6.75 | |
| ReEvoLLM Backbone=DeepSeek v3.2 (Non-Think Mode)2026.04 | 7.01 | 16.56 | 6.55 | |
| EoHLLM Backbone=Gemini 2.5 Flash2026.04 | 7.08 | 17.82 | 8.04 | |
| EoHLLM Backbone=DeepSeek v3.2 (Non-Think Mode)2026.04 | 7.12 | 18.48 | 4.73 | |
| MCTS-AHDLLM Backbone=Gemini 2.5 Flash2026.04 | 7.26 | 20.87 | 2.57 | |
| FunSearchLLM Backbone=DeepSeek v3.2 (Non-Think Mode)2026.04 | 7.34 | 22.13 | 3.03 | |
| FunSearchLLM Backbone=Gemini 2.5 Flash2026.04 | 7.45 | 23.94 | 1.69 | |
| ILSLLM Backbone=None (Heuristic)2026.04 | 8.36 | 39.04 | — |